Jan Vanthienen
Orcid: 0000-0002-3867-7055Affiliations:
- KU Leuven, Belgium
According to our database1,
Jan Vanthienen
authored at least 206 papers
between 1981 and 2024.
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Bibliography
2024
CoRR, 2024
From Text to Intelligent Services in Knowledge Intensive Decision Processes: Text2Chat.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
2023
Extracting Decision Model and Notation models from text using deep learning techniques.
Expert Syst. Appl., 2023
Proceedings of the Explainable Artificial Intelligence, 2023
Proceedings of the 17th International Rule Challenge and 7th Doctoral Consortium @ RuleML+RR 2023 co-located with 19th Reasoning Web Summer School (RW 2023) and 15th DecisionCAMP 2023 as part of Declarative AI 2023, Oslo, Norway, 18, 2023
How a Professional Association Can Steer Digital Transformation: Case Study of the Belgian Notary Industry.
Proceedings of the Quality of Information and Communications Technology, 2023
Proceedings of the Process Mining Workshops, 2023
Proceedings of the Cooperative Information Systems - 29th International Conference, 2023
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2023
2022
Digital transformation as an interaction-driven perspective between business, society, and technology.
Electron. Mark., 2022
Business process redesign towards IoT-enabled context-awareness: the case of a Chinese bulk port.
Bus. Process. Manag. J., 2022
Proceedings of the Process Mining Workshops, 2022
Automated Intelligent Assistance with Explainable Decision Models in Knowledge-Intensive Processes.
Proceedings of the Business Process Management Workshops, 2022
2021
Preface to the Special Issue on Process Querying and Declarative, Decision and Hybrid Approaches to Processes 2019.
J. Data Semant., 2021
Proceedings of the Rules and Reasoning - 5th International Joint Conference, 2021
Proceedings of the Rules and Reasoning - 5th International Joint Conference, 2021
Proceedings of the Rules and Reasoning - 5th International Joint Conference, 2021
Proceedings of the Knowledge Science, Engineering and Management, 2021
Extracting Decision Dependencies and Decision Logic from Text Using Deep Learning Techniques.
Proceedings of the Business Process Management Workshops, 2021
Proceedings of the Business Information Systems Workshops, 2021
A Scoping Review of the Digital Transformation Literature Using Scientometric Analysis.
Proceedings of the 24th International Conference on Business Information Systems, 2021
Proceedings of the Business Information Systems Workshops, 2021
2020
From decision knowledge to e-government expert systems: the case of income taxation for foreign artists in Belgium.
Knowl. Inf. Syst., 2020
Recommendations for enhancing the usability and understandability of process mining in healthcare.
Artif. Intell. Medicine, 2020
Explainability and Fairness in Machine Learning: Improve Fair End-to-end Lending for Kiva.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Benchmarking Stacking Against Other Heterogeneous Ensembles in Telecom Churn Prediction.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Text2Dec: Extracting Decision Dependencies from Natural Language Text for Automated DMN Decision Modelling.
Proceedings of the Business Process Management Workshops, 2020
2019
Knowl. Based Syst., 2019
Closing the Gap Between Experts and Novices Using Analytics-as-a-Service: An Experimental Study.
Bus. Inf. Syst. Eng., 2019
The value of big data for credit scoring: Enhancing financial inclusion using mobile phone data and social network analytics.
Appl. Soft Comput., 2019
Context-Aware BPM Using IoT-Integrated Context Ontologies and IoT-Enhanced Decision Models.
Proceedings of the 21st IEEE Conference on Business Informatics, 2019
Towards a comprehensive understanding of the context concepts in context-aware business processes.
Proceedings of the 11th International Conference on Subject-Oriented Business Process Management, 2019
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019
Proceedings of the Advances in E-Business Engineering for Ubiquitous Computing, 2019
Proceedings of the 32nd Bled eConference: Humanizing Technology for a Sustainable Society, 2019
A DMN-Based Method for Context-Aware Business Process Modeling Towards Process Variability.
Proceedings of the Business Information Systems - 22nd International Conference, 2019
2018
Discovering hidden dependencies in constraint-based declarative process models for improving understandability.
Inf. Syst., 2018
Time series for early churn detection: Using similarity based classification for dynamic networks.
Expert Syst. Appl., 2018
Predicting interpurchase time in a retail environment using customer-product networks: An empirical study and evaluation.
Expert Syst. Appl., 2018
Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2018
Decis. Support Syst., 2018
Augmenting processes with decision intelligence: Principles for integrated modelling.
Decis. Support Syst., 2018
Profit-Based Model Selection for Customer Retention Using Individual Customer Lifetime Values.
Big Data, 2018
A Case-Based Inquiry into the Decision Model and Notation (DMN) and the Knowledge Base (KB) Paradigm.
Proceedings of the Rules and Reasoning - Second International Joint Conference, 2018
Proceedings of the 11th International Conference on the Quality of Information and Communications Technology, 2018
Credit Scoring for Good: Enhancing Financial Inclusion with Smartphone-Based Microlending.
Proceedings of the International Conference on Information Systems, 2018
Proceedings of the Business Process Management Workshops, 2018
2017
Social network analytics for churn prediction in telco: Model building, evaluation and network architecture.
Expert Syst. Appl., 2017
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Workshops, 2017
A Service-Oriented Architecture Design of Decision-Aware Information Systems: Decision as a Service - (Short Paper).
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017
Integrating Processes, Cases, and Decisions for Knowledge-Intensive Process Modelling.
Proceedings of the 1st International Workshop on Practicing Open Enterprise Modeling within OMiLAB (PrOse 2017) co-located with 10th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modelling (PoEM 2017), 2017
Towards Assessing the Theoretical Complexity of the Decision Model and Notation (DMN).
Proceedings of the Joint Proceedings of the Radar tracks at the 18th International Working Conference on Business Process Modeling, 2017
Proceedings of the Business Process Management - 15th International Conference, 2017
Proceedings of the Business Process Management Workshops, 2017
2016
MIS Q., 2016
On the gap between reality and registration: a business event analysis classification framework.
Inf. Technol. Manag., 2016
Exploring business process modelling paradigms and design-time to run-time transitions.
Enterp. Inf. Syst., 2016
Decis. Support Syst., 2016
A guide for the application of analytics on healthcare processes: A dynamic view on patient pathways.
Comput. Biol. Medicine, 2016
Bus. Inf. Syst. Eng., 2016
Bus. Inf. Syst. Eng., 2016
Proceedings of the Supplementary Proceedings of the RuleML 2016 Challenge, 2016
Improving Understandability of Declarative Process Models by Revealing Hidden Dependencies.
Proceedings of the Advanced Information Systems Engineering, 2016
Proceedings of the Advanced Information Systems Engineering Workshops, 2016
Proceedings of the CAiSE'16 Forum, 2016
Model Checking of Mixed-Paradigm Process Models in a Discovery Context - Finding the Fit Between Declarative and Procedural.
Proceedings of the Business Process Management Workshops, 2016
Decision Mining in a Broader Context: An Overview of the Current Landscape and Future Directions.
Proceedings of the Business Process Management Workshops, 2016
A comparative study of social network classifiers for predicting churn in the telecommunication industry.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
2015
Expert Syst. Appl., 2015
Enterp. Inf. Syst., 2015
Decis. Support Syst., 2015
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015
2014
Determining Process Model Precision and Generalization with Weighted Artificial Negative Events.
IEEE Trans. Knowl. Data Eng., 2014
Acquiring logistics process intelligence: Methodology and an application for a Chinese bulk port.
Expert Syst. Appl., 2014
A dynamic understanding of customer behavior processes based on clustering and sequence mining.
Expert Syst. Appl., 2014
Comput. Biol. Medicine, 2014
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014
Multi-paradigm Process Mining: Retrieving Better Models by Combining Rules and Sequences - (Short Paper).
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the Business Process Management Workshops, 2014
Extending CPN Tools with Ontologies to Support the Management of Context-Adaptive Business Processes.
Proceedings of the Business Process Management Workshops, 2014
2013
IEEE Trans. Knowl. Data Eng., 2013
Comprehensive rule-based compliance checking and risk management with process mining.
Decis. Support Syst., 2013
A comprehensive investigation of the applicability of process mining techniques for enterprise risk management.
Comput. Ind., 2013
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Workshops, 2013
Proceedings of the KDIR/KMIS 2013 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing, Vilamoura, Algarve, Portugal, 19, 2013
Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference Workshops, 2013
A comprehensive benchmarking framework (CoBeFra) for conformance analysis between procedural process models and event logs in ProM.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013
Investigating Service Behavior Variance in Port Logistics from a Process Perspective.
Proceedings of the Business Process Management Workshops, 2013
An Exploratory Approach for Understanding Customer Behavior Processes Based on Clustering and Sequence Mining.
Proceedings of the Business Process Management Workshops, 2013
Proceedings of the 3rd Business Process Intelligence Challenge co-located with 9th International Business Process Intelligence Workshop (BPI 2013), 2013
Uncovering the Relationship Between Event Log Characteristics and Process Discovery Techniques.
Proceedings of the Business Process Management Workshops, 2013
Validating and Enhancing Declarative Business Process Models Based on Allowed and Non-occurring Past Behavior.
Proceedings of the Business Process Management Workshops, 2013
2012
A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs.
Inf. Syst., 2012
Proceedings of the Emerging Trends in Knowledge Discovery and Data Mining - PAKDD 2012 International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur, Malaysia, May 29, 2012
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012
Proceedings of the Management Intelligent Systems - First International Symposium, 2012
Moving Across Paradigms between the Process Design and Enactment Phase in Enterprise Information Systems.
Proceedings of the ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 3, Wroclaw, Poland, 28 June, 2012
Leveraging process discovery with trace clustering and text mining for intelligent analysis of incident management processes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the Advanced Information Systems Engineering, 2012
On the Distinction between Truthful, Invisible, False and Unobserved Events An Event Existence Classification Framework and the Impact on Business Process Analytics Related Research Areas.
Proceedings of the 18th Americas Conference on Information Systems, 2012
2011
Decis. Support Syst., 2011
An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models.
Decis. Support Syst., 2011
Information mining - Reflections on recent advancements and the road ahead in data, text, and media mining.
Decis. Support Syst., 2011
Appl. Soft Comput., 2011
Proceedings of the Rule-Based Modeling and Computing on the Semantic Web, 2011
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011 Workshops, 2011
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011 Workshops, 2011
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
An Exploratory Approach to Process Lifecycle Transitions from a Paradigm-Based Perspective.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2011
Proceedings of the Business Process Management Workshops, 2011
Proceedings of the Business Process Management Workshops, 2011
Proceedings of the Business Process Management Workshops, 2011
2010
A Transformation from SBVR Business Rules into Event Coordinated Rules by Means of SBVR Patterns.
Proceedings of the Towards a Service-Based Internet. ServiceWave 2010 Workshops, 2010
Proceedings of the Business Process Management Workshops, 2010
Proceedings of the Business Process Management Workshops, 2010
2009
J. Oper. Res. Soc., 2009
2008
Rule Extraction from Support Vector Machines: An Overview of Issues and Application in Credit Scoring.
Proceedings of the Rule Extraction from Support Vector Machines, 2008
Proceedings of the Intelligence and Security Informatics, Techniques and Applications, 2008
IEEE Trans. Syst. Man Cybern. Part B, 2008
Int. J. Bus. Process. Integr. Manag., 2008
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008
2007
Comprehensible credit scoring models using rule extraction from support vector machines.
Eur. J. Oper. Res., 2007
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms.
Eur. J. Oper. Res., 2007
Proceedings of the Advances in Rule Interchange and Applications, International Symposium, 2007
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007
Proceedings of the Business Process Management Workshops, 2007
Proceedings of the Business Process Management Workshops, 2007
2006
Expert Syst. Appl., 2006
Decis. Support Syst., 2006
Proceedings of the Intelligence and Security Informatics, International Workshop, 2006
Evaluation of Information Retrieval and Text Mining Tools on Automatic Named Entity Extraction.
Proceedings of the Intelligence and Security Informatics, 2006
Proceedings of the Intelligence and Security Informatics, 2006
Proceedings of the Advances in Data Mining, 2006
Multi-Criteria Evaluation of Information Retrieval Tools.
Proceedings of the ICEIS 2006, 2006
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006
Proceedings of the CAISE*06 Workshop on Regulations Modelling and their Validation and Verification ReMo2V '06, 2006
Proceedings of the CAISE*06 Workshop on Business Process Modelling, 2006
Proceedings of the Business Process Management Workshops, 2006
Proceedings of the Business Information Systems, 2006
Assessing the State of the Art of Commercial Tools for Unstructured Information Exploitation.
Proceedings of the Business Information Systems, 2006
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006
Knowledge Integration in Information Systems Education Through an (Inter)active Platform of Analysis and Modelling Case Studies.
Proceedings of the Advances in Information Systems, 4th International Conference, 2006
2005
Int. J. Intell. Syst., 2005
From Knowledge Discovery to Implementation: Developing Business Intelligence Systems using Decision Tables.
Proceedings of the WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management, 2005
From Knowledge Discovery to Implementation: A Business Intelligence Approach Using Neural Network Rule Extraction and Decision Tables.
Proceedings of the Professional Knowledge Management, Third Biennial Conference, 2005
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
2004
Decision diagrams in machine learning: an empirical study on real-life credit-risk data.
Expert Syst. Appl., 2004
Bayesian network classifiers for identifying the slope of the customer lifecycle of long-life customers.
Eur. J. Oper. Res., 2004
Improving the Scalability of Rule Base Verification Using Binary Decision Diagrams: An Empirical Study.
Proceedings of the KI 2004: Advances in Artificial Intelligence, 2004
Comprehensible Credit-Scoring Knowledge Visualization Using Decision Tables and Diagrams.
Proceedings of the ICEIS 2004, 2004
Web Usage Mining with Time Constrained Association Rules.
Proceedings of the ICEIS 2004, 2004
Organizing Decentralized Support for a Virtual Learning Environment.
Proceedings of the Cognition and Exploratory Learning in Digital Age (CELDA'04), 2004
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004
2003
Using Neural Network Rule Extraction and Decision Tables for Credit - Risk Evaluation.
Manag. Sci., 2003
J. Oper. Res. Soc., 2003
Building Intelligent Credit Scoring Systems Using Decision Tables.
Proceedings of the ICEIS 2003, 2003
Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003
2002
Int. J. Intell. Syst., 2002
Eur. J. Oper. Res., 2002
Learning Bayesian Network Classifiers for Credit Scoring Using Markov Chain Monte Carlo Search.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proof Running Two State-Of-The-Art Pattern Recognition Techniques in the Field of Direct Marketing.
Proceedings of the ICEIS 2002, 2002
2001
Wrapped input selection using multilayer perceptrons for repeat-purchase modeling in direct marketing.
Intell. Syst. Account. Finance Manag., 2001
Knowledge discovery in a direct marketing case using least squares support vector machines.
Int. J. Intell. Syst., 2001
Building Credit-Risk Evaluation Expert Systems Using Neural Network Rule Extraction and Decision Tables.
Proceedings of the International Conference on Information Systems, 2001
2000
Knowl. Eng. Rev., 2000
Int. J. Intell. Syst., 2000
Knowledge Discovery Using Least Squares Support Vector Machine Classifiers: A Direct Marketing Case.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000
An empirical assessment of kernel type performance for least squares support vector machine classifiers.
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Illustrating Knowledge Base Restructuring and Verification in a Real World Application.
Proceedings of the Validation and Verification of Knowledge Based Systems, 1999
1998
An Illustration of Verification and Validation in the Modelling Phase of KBS Development.
Data Knowl. Eng., 1998
AI Mag., 1998
Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998
Proceedings of the 1998 European Workshop on Validation and Verification of Knowledge-Based Systems, 1998
1997
Inter-Tabular Verification in an Interactive Environment.
Proceedings of the Fourth European Symposium on the Validation and Verification of Knowledge-Based Systems, 1997
1996
Int. J. Intell. Syst., 1996
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996
Proceedings of the Practical Reasoning, 1996
A General Framework for Positioning, Evaluating and Selecting the New Generation of Development Tools.
Proceedings of the 22rd EUROMICRO Conference '96, 1996
1995
Inf. Syst., 1995
Proceedings of the Seventh International Conference on Tools with Artificial Intelligence, 1995
A Modeling Approach to KBS Verification.
Proceedings of the European Symposium on the Validation and Verification of Knowledge-Based Systems, 1995
1994
Illustration of a Decision Table Tool for Specifying and Implementing Knowledge Based Systems.
Int. J. Artif. Intell. Tools, 1994
Managing decision table knowledge in a relational database environment.
Proceedings of the SEKE'94, 1994
Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994
1993
Proceedings of the Fourth International Conference on Artificial intelligence and Law, 1993
1990
An Expert System Interface for Consultation of Decision Table Systems.
Proceedings of the International Conference on Database and Expert Systems Applications, 1990
1985
A note on English for decision tables considered harmful and the nested IF-THEN-ELSE.
ACM SIGPLAN Notices, 1985
1981
Proceedings of the 2nd International Conference on Information Systems, 1981